Earth Observation Data Cubes from Satellite Image Collections

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Documentation for package ‘gdalcubes’ version 0.7.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

$.cube	Subsetting data cubes
.copy_cube	Create a data cube proxy object copy
add_collection_format	Download and install an image collection format from a URL
add_images	Add images to an existing image collection
aggregate_space	Spatial aggregation of data cubes
aggregate_time	Aggregate data cube time series to lower temporal resolution
animate	Animate a data cube as an image time series
apply_pixel	Apply a function over (multi-band) pixels
apply_pixel.array	Apply a function over pixels in a four-dimensional (band, time, y, x) array
apply_pixel.cube	Apply arithmetic expressions over all pixels of a data cube
apply_time	Apply a function over (multi-band) pixel time series
apply_time.array	Apply a function over pixel time series in a four-dimensional (band, time, y, x) array
apply_time.cube	Apply a user-defined R function over (multi-band) pixel time series
as.data.frame.cube	Convert a data cube to a data.frame
as_array	Convert a data cube to an in-memory R array
as_json	Query data cube properties
bands	Query data cube properties
chunk_apply	Apply an R function on chunks of a data cube
collection_formats	List predefined image collection formats
create_image_collection	Create an image collection from a set of GDAL datasets or files
crop	Crop data cube extent by space and/or time
cube_view	Create or update a spatiotemporal data cube view
dim.cube	Query data cube properties
dimensions	Query data cube properties
dimension_bounds	Query coordinate bounds for all dimensions of a data cube
dimension_values	Query coordinate values for all dimensions of a data cube
extent	Derive the spatiotemporal extent of an image collection
extract_geom	Extract values from a data cube by spatial or spatiotemporal features
fill_time	Fill NA data cube pixels by simple time series interpolation
filter_geom	Filter data cube pixels by a polygon
filter_pixel	Filter data cube pixels by a user-defined predicate on band values
gdalcubes	gdalcubes: Earth Observation Data Cubes from Satellite Image Collections
gdalcubes_gdalformats	Get available GDAL drivers
gdalcubes_gdalversion	Get the GDAL version used by gdalcubes
gdalcubes_gdal_has_geos	Check if GDAL was built with GEOS
gdalcubes_options	Set or read global options of the gdalcubes package
gdalcubes_selection	Subsetting data cubes
gdalcubes_set_gdal_config	Set GDAL config options
image_collection	Load an existing image collection from a file
image_mask	Create a mask for images in a raster data cube
join_bands	Join bands of two identically shaped data cubes
json_cube	Read a data cube from a json description file
memsize	Query data cube properties
names.cube	Query data cube properties
nbands	Query data cube properties
ncdf_cube	Read a data cube from an existing netCDF file
nt	Query data cube properties
nx	Query data cube properties
ny	Query data cube properties
pack_minmax	Helper function to define packed data exports by min / max values
plot.cube	Plot a gdalcubes data cube
predict.cube	Model prediction
print.cube	Print data cube information
print.cube_view	Print data cube view information
print.image_collection	Print image collection information
proj4	Query data cube properties
raster_cube	Create a data cube from an image collection
read_chunk_as_array	Read chunk data of a data cube from stdin or a file
reduce_space	Reduce multidimensional data over space
reduce_space.array	Apply a function over space and bands in a four-dimensional (band, time, y, x) array and reduce spatial dimensions
reduce_space.cube	Reduce a data cube over spatial (x,y or lat,lon) dimensions
reduce_time	Reduce multidimensional data over time
reduce_time.array	Apply a function over time and bands in a four-dimensional (band, time, y, x) array and reduce time dimension
reduce_time.cube	Reduce a data cube over the time dimension
rename_bands	Rename bands of a data cube
select_bands	Select bands of a data cube
select_time	Select time slices of a data cube
size	Query data cube properties
slice_space	Extract a single time series (spatial slice) from a data cube
slice_time	Extract a single time slice from a data cube
srs	Query data cube properties
stack_cube	Create a data cube from a set of images with the same spatial extent and spatial reference system
stac_image_collection	Create an image collection from a STAC feature collection
st_as_stars.cube	Coerce gdalcubes object into a stars object
window_space	Apply a moving window (focal) operation or a convolution kernel over spatial dimensions of a data cube.
window_time	Apply a moving window operation over the time dimension of a data cube
write_chunk_from_array	Write chunk data of a cube to stdout or a file
write_ncdf	Export a data cube as netCDF file(s)
write_tif	Export a data cube as a collection of GeoTIFF files
[.cube	Subsetting data cubes